{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 第六次作业 "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1850700 丁天威"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 一、实验原理"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "峰度（Kurtosis）是一种统计度量方法，用于描述分数在尾部或频率分布在峰值中聚类的程度。通常定义是四阶中心矩阵除以方差的平方减3。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "峰度有三种类型:中峰度 (Mesokurtic)、窄峰度 (Leptokurtic)和扁峰度 (Platykurtic)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import cv2\n",
    "from matplotlib import pyplot as plt\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 使用pandas的接口求解峰度，需要稍微对图片进行转换"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "def trans(imgname):\n",
    "    img=cv2.imread(imgname)\n",
    "    weight, height, n=img.shape\n",
    "    img_trans=img.reshape(1, weight*height*n)[0]\n",
    "    \n",
    "    return img_trans\n",
    "def kts(img_trans):\n",
    "    img_kts=pd.Series(img_trans).kurtosis()\n",
    "    return img_kts   \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 随便拍了四张图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x1c6c10e26d8>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "imgname1='img/0.png'\n",
    "imgname2='img/1.png'\n",
    "imgname3='img/2.png'\n",
    "imgname4='img/3.png'\n",
    "\n",
    "img1=cv2.imread(imgname1)\n",
    "img2=cv2.imread(imgname2)\n",
    "img3=cv2.imread(imgname3)\n",
    "img4=cv2.imread(imgname4)\n",
    "fig, axarr = plt.subplots(2, 2)\n",
    "fig.suptitle('Horizontally stacked subplots')\n",
    "axarr[0,0].imshow(img1)\n",
    "axarr[0,1].imshow(img2)\n",
    "axarr[1,0].imshow(img3)\n",
    "axarr[1,1].imshow(img4)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 实验结果如下"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1_kts:-0.8121477132625148\n",
      "2_kts:-1.3160081794262206\n",
      "3_kts:-1.230713788906079\n",
      "4_kts:-1.1986150751382223\n",
      "sum_kts:-1.2334429230731843\n",
      "\n"
     ]
    }
   ],
   "source": [
    "\n",
    "img1_trans=trans(imgname1)\n",
    "img2_trans=trans(imgname2)\n",
    "img3_trans=trans(imgname3)\n",
    "img4_trans=trans(imgname4)\n",
    "img_sum=img1_trans+img2_trans+img3_trans+img4_trans\n",
    "img1_kts=kts(img1_trans)\n",
    "img2_kts=kts(img2_trans)\n",
    "img3_kts=kts(img3_trans)\n",
    "img4_kts=kts(img4_trans)\n",
    "img_sum_kts=kts(img_sum)\n",
    "print(\"1_kts:%s\\n2_kts:%s\\n3_kts:%s\\n4_kts:%s\\nsum_kts:%s\\n\"%(img1_kts, img2_kts, img3_kts, img4_kts, img_sum_kts))\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 输出图片如下"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "img_sum=img1+img2+img3+img4\n",
    "plt.imshow(img_sum)\n",
    "plt.axis('off')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 实验结论"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "可见，对于标准图像，它们的峰度大多小于0，为扁峰度。这表明测试图像中像素值是在一个较大的范围内近似均匀的分布，并不存在峰状分布。四张图片叠加峰度仍然小于零"
   ]
  }
 ],
 "metadata": {
  "interpreter": {
   "hash": "b104e73a6bc703f05e84da2cd6235ddbc2c121464bcd1bd6e4b3e43e587b3edc"
  },
  "kernelspec": {
   "display_name": "Python 3.6.8 64-bit (conda)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.8"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
